Genetic Programming Bibliography entries for Jonathan Byrne

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GP coauthors/coeditors: Michael O'Neill, Erik Hemberg, Anthony Brabazon, James McDermott, Edgar Galvan Lopez, Michael Fenton, Elizabeth Shotton, Ciaran Nally, Phillip Cardiff, Miguel Nicolau, Tomaso Cetto, Xiaofan Xu, David Moloney, Ciaran McNally, John Mark Swafford, Martin Hemberg,

Genetic Programming Articles by Jonathan Byrne

  1. Michael Fenton and Ciaran McNally and Jonathan Byrne and Erik Hemberg and James McDermott and Michael O'Neill. Discrete Planar Truss Optimization by Node Position Variation using Grammatical Evolution. IEEE Transactions on Evolutionary Computation, 20(4):577-589, 2016. details

  2. Jonathan Byrne and Phillip Cardiff and Anthony Brabazon and Michael O'Neill. Evolving Parametric Aircraft Models for Design Exploration and Optimisation. Neurocomputing, 142:39-47, 2014. details

  3. Michael Fenton and Ciaran McNally and Jonathan Byrne and Erik Hemberg and James McDermott and Michael O'Neill. Automatic innovative truss design using grammatical evolution. Automation in Construction, 39:59-69, 2014. Bronze Humie winner. details

  4. Jonathan Byrne and Michael Fenton and Erik Hemberg and James McDermott and Michael O'Neill. Optimising complex pylon structures with grammatical evolution. Information Sciences, 316:582-597, 2014. details

  5. Jonathan Byrne and Erik Hemberg and Michael O'Neill and Anthony Brabazon. A methodology for user directed search in evolutionary design. Genetic Programming and Evolvable Machines, 24(3):September, 2013. details

  6. James McDermott and John Mark Swafford and Martin Hemberg and Jonathan Byrne and Erik Hemberg and Michael Fenton and Ciaran McNally and Elizabeth Shotton and Michael O'Neill. An Assessment of String-Rewriting Grammars for Evolutionary Architectural Design. Environment and Planning B, 39(4):713-731, 2012. details

  7. Michael O'Neill and James McDermott and John Mark Swafford and Jonathan Byrne and Erik Hemberg and Anthony Brabazon and Elizabeth Shotton and Ciaran McNally and Martin Hemberg. Evolutionary Design using Grammatical Evolution and Shape Grammars: Designing a Shelter. International Journal of Design Engineering, 3(1):4-24, 2010. details

Genetic Programming PhD doctoral thesis Jonathan Byrne

Genetic Programming conference papers by Jonathan Byrne

  1. Tomaso Cetto and Jonathan Byrne and Xiaofan Xu and David Moloney. Size/Accuracy Trade-Off in Convolutional Neural Networks: An Evolutionary Approach. In Luca Oneto and Nicolo Navarin and Alessandro Sperduti and Davide Anguita editors, Recent Advances in Big Data and Deep Learning, Proceedings of the INNS Big Data and Deep Learning Conference INNSBDDL 2019, pages 17-26, Sestri Levante, Genova, Italy, 2019. Springer. details

  2. Jonathan Byrne and Phillip Cardiff and Anthony Brabazon and Michael O'Neill. Evolving an Aircraft Using a Parametric Design System. In Juan Romero and James McDermott and Joao Correia editors, 16th European Conference on the Applications of Evolutionary Computation (EvoMusArt 2014), volume 8601, pages 119-130, Granada, Spain, 2014. Springer. details

  3. Jonathan Byrne and Miguel Nicolau and Anthony Brabazon and Michael O'Neill. An Examination of Synchronisation in Artificial Gene Regulatory Networks. In Carlos A. Coello Coello editor, Proceedings of the 2014 IEEE Congress on Evolutionary Computation, pages 2764-2769, Beijing, China, 2014. IEEE Press. details

  4. Jonathan Byrne and Erik Hemberg and Anthony Brabazon and Michael O'Neill. A Local Search Interface for Interactive Evolutionary Architectural Design. In Penousal Machado and Juan Romero and Adrian Carballal editors, Proceedings of the 1st International Conference on Evolutionary and Biologically Inspired Music, Sound, Art and Design, EvoMUSART 2012, volume 7247, pages 23-34, Malaga, Spain, 2012. Springer Verlag. details

  5. Jonathan Byrne and Michael Fenton and Erik Hemberg and James McDermott and Michael O'Neill and Elizabeth Shotton and Ciaran Nally. Combining Structural Analysis and Multi-Objective Criteria for Evolutionary Architectural Design. In Cecilia Di Chio and Anthony Brabazon and Gianni Di Caro and Rolf Drechsler and Marc Ebner and Muddassar Farooq and Joern Grahl and Gary Greenfield and Christian Prins and Juan Romero and Giovanni Squillero and Ernesto Tarantino and Andrea G. B. Tettamanzi and Neil Urquhart and A. Sima Uyar editors, Applications of Evolutionary Computing, EvoApplications 2011: EvoCOMNET, EvoFIN, EvoHOT, EvoMUSART, EvoSTIM, EvoTRANSLOG, volume 6625, pages 204-213, Turin, Italy, 2011. Springer Verlag. details

  6. Jonathan Byrne and Erik Hemberg and Michael O'Neill. Interactive operators for evolutionary architectural design. In Natalio Krasnogor and Pier Luca Lanzi and Andries Engelbrecht and David Pelta and Carlos Gershenson and Giovanni Squillero and Alex Freitas and Marylyn Ritchie and Mike Preuss and Christian Gagne and Yew Soon Ong and Guenther Raidl and Marcus Gallager and Jose Lozano and Carlos Coello-Coello and Dario Landa Silva and Nikolaus Hansen and Silja Meyer-Nieberg and Jim Smith and Gus Eiben and Ester Bernado-Mansilla and Will Browne and Lee Spector and Tina Yu and Jeff Clune and Greg Hornby and Man-Leung Wong and Pierre Collet and Steve Gustafson and Jean-Paul Watson and Moshe Sipper and Simon Poulding and Gabriela Ochoa and Marc Schoenauer and Carsten Witt and Anne Auger editors, GECCO '11: Proceedings of the 13th annual conference companion on Genetic and evolutionary computation, pages 43-44, Dublin, Ireland, 2011. ACM. details

  7. James McDermott and Jonathan Byrne and John Mark Swafford and Michael O'Neill and Anthony Brabazon. Higher-Order Functions in Aesthetic EC Encodings. In 2010 IEEE World Congress on Computational Intelligence, pages 2816-2823, Barcelona, Spain, 2010. IEEE Press. details

  8. Jonathan Byrne and James McDermott and Edgar Galvan-Lopez and Michael O'Neill. Implementing an Intuitive Mutation Operator for Interactive Evolutionary 3D Design. In 2010 IEEE World Congress on Computational Intelligence, pages 2919-2925, Barcelona, Spain, 2010. IEEE Press. details

  9. Jonathan Byrne and James McDermott and Michael O'Neill and Anthony Brabazon. An Analysis of the Behaviour of Mutation in Grammatical Evolution. In Anna Isabel Esparcia-Alcazar and Aniko Ekart and Sara Silva and Stephen Dignum and A. Sima Uyar editors, Proceedings of the 13th European Conference on Genetic Programming, EuroGP 2010, volume 6021, pages 14-25, Istanbul, 2010. Springer. details

  10. Michael O'Neill and John Mark Swafford and James McDermott and Jonathan Byrne and Anthony Brabazon and Elizabeth Shotton and Ciaran McNally and Martin Hemberg. Shape grammars and grammatical evolution for evolutionary design. In Guenther Raidl and Franz Rothlauf and Giovanni Squillero and Rolf Drechsler and Thomas Stuetzle and Mauro Birattari and Clare Bates Congdon and Martin Middendorf and Christian Blum and Carlos Cotta and Peter Bosman and Joern Grahl and Joshua Knowles and David Corne and Hans-Georg Beyer and Ken Stanley and Julian F. Miller and Jano van Hemert and Tom Lenaerts and Marc Ebner and Jaume Bacardit and Michael O'Neill and Massimiliano Di Penta and Benjamin Doerr and Thomas Jansen and Riccardo Poli and Enrique Alba editors, GECCO '09: Proceedings of the 11th Annual conference on Genetic and evolutionary computation, pages 1035-1042, Montreal, 2009. ACM. details

  11. Jonathan Byrne and Michael O'Neill and Anthony Brabazon. Structural and nodal mutation in grammatical evolution. In Guenther Raidl and Franz Rothlauf and Giovanni Squillero and Rolf Drechsler and Thomas Stuetzle and Mauro Birattari and Clare Bates Congdon and Martin Middendorf and Christian Blum and Carlos Cotta and Peter Bosman and Joern Grahl and Joshua Knowles and David Corne and Hans-Georg Beyer and Ken Stanley and Julian F. Miller and Jano van Hemert and Tom Lenaerts and Marc Ebner and Jaume Bacardit and Michael O'Neill and Massimiliano Di Penta and Benjamin Doerr and Thomas Jansen and Riccardo Poli and Enrique Alba editors, GECCO '09: Proceedings of the 11th Annual conference on Genetic and evolutionary computation, pages 1881-1882, Montreal, 2009. ACM. details

  12. Jonathan Byrne and Michael O'Neill and Erik Hemberg and Anthony Brabazon. Analysis of Constant Creation Techniques on the Binomial-3 Problem with Grammatical Evolution. In Andy Tyrrell editor, 2009 IEEE Congress on Evolutionary Computation, pages 568-573, Trondheim, Norway, 2009. IEEE Press. details

Genetic Programming book chapters by Jonathan Byrne

Genetic Programming technical reports by Jonathan Byrne